| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TAMALIN-AS1", | |
| "RASL10A", | |
| "PPEF1", | |
| "RANGAP1", | |
| "PCOLCE-AS1", | |
| "ODAPH", | |
| "DHRS2", | |
| "NEUROG3", | |
| "HCN1", | |
| "MGC2889", | |
| "FOXS1", | |
| "PPP4R4", | |
| "A4GALT", | |
| "BNIPL", | |
| "TRHR", | |
| "PNMA8B", | |
| "IZUMO2", | |
| "GHRHR", | |
| "CARD18", | |
| "EQTN", | |
| "OR11A1", | |
| "SPRY2", | |
| "TBX5", | |
| "USP29", | |
| "JAKMIP1", | |
| "KRT24", | |
| "NALCN", | |
| "KCNV2", | |
| "FAM215A", | |
| "FZD9", | |
| "CFAP206", | |
| "OR1C1", | |
| "PKD2L2", | |
| "CDH9", | |
| "MEG9", | |
| "CFAP95", | |
| "SPACA7", | |
| "GDNF", | |
| "THEM5", | |
| "GUSBP5", | |
| "GSX2", | |
| "KCNA4", | |
| "PNMA6A", | |
| "PLCD3", | |
| "ATP6V1G2", | |
| "FBXL9P", | |
| "TMCO5B", | |
| "SSMEM1", | |
| "RNF212B", | |
| "PPIEL", | |
| "AHRR", | |
| "CARF", | |
| "SZT2", | |
| "GLRA2", | |
| "ZNF366", | |
| "GTF2F2", | |
| "CCDC168", | |
| "CNR2", | |
| "KLHDC8A", | |
| "SOHLH2", | |
| "DENND10", | |
| "TP53TG5", | |
| "PLA2G1B", | |
| "PCDHB18P", | |
| "ARHGAP39", | |
| "CSH1", | |
| "LEPR", | |
| "PAX2", | |
| "ZNF544", | |
| "NT5C1A", | |
| "MPIG6B", | |
| "HECW1-IT1", | |
| "DAOA-AS1", | |
| "ANP32D", | |
| "AP5B1", | |
| "DLX6", | |
| "MRNIP", | |
| "WWTR1-AS1", | |
| "ZSWIM2", | |
| "CYP24A1", | |
| "TRIM71", | |
| "FREY1", | |
| "IMPG2", | |
| "SLC25A21", | |
| "GRK6", | |
| "TRPC3", | |
| "CD300C", | |
| "OR2A4", | |
| "GJD2", | |
| "ADCY1", | |
| "CSN3", | |
| "SPATA25", | |
| "PTPRT", | |
| "ADGRD1", | |
| "DEFB126", | |
| "TLCD5", | |
| "LMO1", | |
| "GPR75", | |
| "CIMIP2A", | |
| "LEMD1", | |
| "MEF2C-AS1", | |
| "ABHD1", | |
| "POLR1HASP", | |
| "PTPRG-AS1", | |
| "FAM241B", | |
| "TANGO6", | |
| "GABRA4", | |
| "UBASH3B", | |
| "WFIKKN2", | |
| "CDY1", | |
| "OR51B5", | |
| "GNA14-AS1", | |
| "GINS4", | |
| "LIPJ", | |
| "SLC30A2", | |
| "PTH2R", | |
| "DGCR6L", | |
| "SIM2", | |
| "CRX", | |
| "ZYG11B", | |
| "IQCD", | |
| "SAXO5", | |
| "ABCB9", | |
| "CHRNE", | |
| "MIR34A", | |
| "CEP131", | |
| "UBAP1L", | |
| "PROX2", | |
| "RNF152", | |
| "H4C13", | |
| "CAPN10", | |
| "TEX22", | |
| "CCDC148", | |
| "WDR97", | |
| "SLC35G3", | |
| "IL25", | |
| "HERC6", | |
| "CALHM1", | |
| "FUT1", | |
| "NTN5", | |
| "HMX1", | |
| "MAPK8IP2", | |
| "LINC02870", | |
| "DIRC1", | |
| "TAS2R10", | |
| "NRG1", | |
| "CIMIP4", | |
| "MAGEB4", | |
| "STX1B", | |
| "KRTAP1-5", | |
| "KRT32", | |
| "LINC02909", | |
| "LIPI", | |
| "KCNH3", | |
| "RPS10P7", | |
| "CCDC185", | |
| "PGLYRP2", | |
| "OLAH", | |
| "PCDHGA9", | |
| "IKBKG", | |
| "H2BC13", | |
| "CATR1", | |
| "SFTA3", | |
| "CCN6", | |
| "PYCARD-AS1", | |
| "IBA57-DT", | |
| "GABRG2", | |
| "KRTAP9-9", | |
| "FRRS1", | |
| "ATXN3L", | |
| "ZNF26", | |
| "LAIR2", | |
| "TSSK6", | |
| "DEFB108B", | |
| "ZMYND12", | |
| "LINC02878", | |
| "LHFPL4", | |
| "C12orf54", | |
| "EGFEM1P", | |
| "TSPAN15", | |
| "GALNT18", | |
| "BEX5", | |
| "ATP13A5", | |
| "PNRC1", | |
| "CCNA1", | |
| "PDZD9", | |
| "DYNLT5", | |
| "TMCO5A", | |
| "ITGBL1", | |
| "TMLHE", | |
| "DMRT2", | |
| "LIPC", | |
| "UGT2B15", | |
| "IL17A", | |
| "MPP4", | |
| "ATP6V1E1", | |
| "RFPL1S", | |
| "CCDC42", | |
| "TBRG4", | |
| "FAM53A", | |
| "FAM9C", | |
| "CLN5", | |
| "PPM1N", | |
| "SP3P", | |
| "CPLX3", | |
| "CCDC26", | |
| "CACNB3", | |
| "KCTD4", | |
| "ZAN", | |
| "GABRB1", | |
| "CRCT1", | |
| "CDNF", | |
| "OR7A10", | |
| "DCAF4L2", | |
| "LIM2", | |
| "DBIL5P", | |
| "NTRK3-AS1", | |
| "OR10H3", | |
| "NBR2", | |
| "ITGA2B", | |
| "NOG", | |
| "DIRAS1", | |
| "IFNA14", | |
| "DEUP1", | |
| "DGCR11", | |
| "MS4A5", | |
| "ADAM2", | |
| "NPIPB15", | |
| "PLD6", | |
| "FGFRL1", | |
| "CARS1-AS1", | |
| "MAGEA11", | |
| "C4orf17", | |
| "MT3", | |
| "FAM171A2", | |
| "DAO", | |
| "GJA3", | |
| "DLGAP1", | |
| "FIGLA", | |
| "SPATS1", | |
| "NFYC-AS1", | |
| "NAV2-AS5", | |
| "IQCF4P", | |
| "LAMB2P1", | |
| "MAP3K7CL", | |
| "CYP11B1", | |
| "ZNF208", | |
| "TMEM79", | |
| "PCDHAC2", | |
| "GPR61", | |
| "RNF185-AS1", | |
| "PLA2G3", | |
| "FAM230B", | |
| "ATPAF2", | |
| "CEP72", | |
| "HAGLROS", | |
| "ATP1B4", | |
| "FAM66D", | |
| "PDX1", | |
| "LHX9", | |
| "OR1D2", | |
| "CETN1", | |
| "KCNK13", | |
| "C2CD6", | |
| "FGG", | |
| "DCDC2", | |
| "SLC6A5", | |
| "TAAR9", | |
| "CRPPA-AS1", | |
| "HARBI1", | |
| "METTL21C", | |
| "MIA", | |
| "IFNA4", | |
| "LENG9", | |
| "PLGLB2", | |
| "NACA4P", | |
| "PTTG2", | |
| "CFAP52", | |
| "ZNF257", | |
| "PAX9", | |
| "TOE1", | |
| "KEL", | |
| "DLEU7-AS1", | |
| "PCDHGC3", | |
| "HTR7", | |
| "CBY3", | |
| "ZMYND10", | |
| "LINC01587", | |
| "OPN1SW", | |
| "CCDC17", | |
| "FRRS1L", | |
| "SPX", | |
| "ZNF71", | |
| "CLEC4G", | |
| "RBFADN", | |
| "FGB", | |
| "GPR32", | |
| "CNPY1", | |
| "NXNL2", | |
| "SPRY4", | |
| "ZFR2", | |
| "GDF5", | |
| "CLCNKB", | |
| "ELOVL3", | |
| "OR5P3", | |
| "CACNA2D2", | |
| "HAL", | |
| "KRTAP5-9", | |
| "NUP210L", | |
| "ADAD2", | |
| "ACSBG1", | |
| "PAQR9", | |
| "CCDC78", | |
| "ITPR1-DT", | |
| "PLPPR1", | |
| "STAB2", | |
| "CSN1S1", | |
| "SH3GL1P1", | |
| "MAPKAP1", | |
| "IZUMO1", | |
| "LINC02209", | |
| "POU4F3", | |
| "CFAP161", | |
| "POU3F3", | |
| "DNAH17", | |
| "PKDREJ", | |
| "NTNG2", | |
| "VASH2", | |
| "TAF1L", | |
| "RHOV", | |
| "ROR1-AS1", | |
| "FGF4", | |
| "FGF11", | |
| "KIF19", | |
| "TTC23L", | |
| "APLN", | |
| "GJA8", | |
| "MKS1", | |
| "BBS5", | |
| "PSG11", | |
| "GLB1L3", | |
| "TBC1D21", | |
| "CRY1", | |
| "AURKC", | |
| "CRELD1", | |
| "ANKUB1", | |
| "PLEKHG7", | |
| "EN1", | |
| "OR51I2", | |
| "SMG7-AS1", | |
| "MUTYH", | |
| "CLRN1", | |
| "ZACN", | |
| "ZNF683", | |
| "GSTT2", | |
| "NDUFV1-DT", | |
| "FAM131B", | |
| "SPAG8", | |
| "REDIC1", | |
| "XRRA1", | |
| "RHBDL2", | |
| "GPR135", | |
| "SLX9", | |
| "SSX1", | |
| "CFAP20DC", | |
| "KRBA1", | |
| "BEST2", | |
| "PIGM", | |
| "ZNF17", | |
| "AMBN", | |
| "AGER", | |
| "OOSP2", | |
| "SLC12A5", | |
| "TMEM235", | |
| "FAM187B", | |
| "HEMGN", | |
| "MAPK14", | |
| "DDX31", | |
| "ATP1A3", | |
| "IL1RAPL2", | |
| "FRY-AS1", | |
| "PGBD5", | |
| "TMEM108", | |
| "GBX2", | |
| "NRSN1", | |
| "HOXC-AS3", | |
| "IFNA1", | |
| "YWHAQ", | |
| "IMPG1", | |
| "CCDC70", | |
| "ANKRD33B", | |
| "FLJ37201", | |
| "CYTL1", | |
| "SSTR4", | |
| "GCM1", | |
| "PRDM16", | |
| "CEP89", | |
| "HOTAIR", | |
| "PRR3", | |
| "MAP1S", | |
| "C10orf55", | |
| "ZPBP2", | |
| "FAM83C-AS1", | |
| "SLIT2-IT1", | |
| "HYPK", | |
| "PIEZO2", | |
| "VSNL1", | |
| "S1PR5", | |
| "LINC01590", | |
| "C8orf48", | |
| "PCDH11X", | |
| "KRT37", | |
| "OVCH1-AS1", | |
| "PAGE5", | |
| "PHETA2", | |
| "C14orf180", | |
| "FAM167B", | |
| "ITIH4", | |
| "PACS2", | |
| "FFAR1", | |
| "TSPEAR-AS2", | |
| "COL20A1", | |
| "TKTL1", | |
| "OR8B8", | |
| "SYCP2L", | |
| "SYBU", | |
| "TUNAR", | |
| "LINC01600", | |
| "XCR1", | |
| "WBP2NL", | |
| "C9orf50", | |
| "AIRE", | |
| "CCSER1", | |
| "FAM230C", | |
| "MAMDC2-AS1", | |
| "ZNF334", | |
| "CHAC1", | |
| "NDRG4", | |
| "SMYD3", | |
| "DEFB119", | |
| "CRTAC1", | |
| "HCG9", | |
| "HS3ST5", | |
| "KCNMB3", | |
| "CFAP126", | |
| "ZNF718", | |
| "MYOZ1", | |
| "CLSTN2-AS1", | |
| "FOXJ1", | |
| "H1-1", | |
| "BRS3", | |
| "IRF9", | |
| "NLRP4", | |
| "KLHL11", | |
| "PATE2", | |
| "SNTN", | |
| "TARDBP", | |
| "HMBOX1", | |
| "SLIT1", | |
| "USP49", | |
| "SDR9C7", | |
| "SCARF1", | |
| "ARHGAP36", | |
| "CNTNAP3", | |
| "ULK4", | |
| "FLJ30679", | |
| "IQCH", | |
| "SLC29A4", | |
| "MAPK15", | |
| "KLF1", | |
| "FLJ42627", | |
| "CHST13", | |
| "RETN", | |
| "KCNK15", | |
| "PMCHL1", | |
| "DYNLRB2", | |
| "BRINP1", | |
| "ZNF333", | |
| "FUT9", | |
| "PAQR6", | |
| "CITED1", | |
| "NT5M", | |
| "ANGPTL3", | |
| "GBP6", | |
| "UTF1", | |
| "ADAMTS6", | |
| "ATOH8", | |
| "LOXHD1", | |
| "KRTAP8-1", | |
| "SPHKAP", | |
| "CT83", | |
| "OVGP1", | |
| "PAXBP1-AS1", | |
| "WHRN", | |
| "PRTG", | |
| "GHET1", | |
| "PROC", | |
| "AACSP1", | |
| "CYP4F29P", | |
| "NBPF3", | |
| "EGFLAM-AS4", | |
| "C17orf50", | |
| "ACSM5", | |
| "LINC01549", | |
| "HPCAL4", | |
| "LINC02905", | |
| "ATRNL1", | |
| "IAPP", | |
| "SPACA1", | |
| "ESX1", | |
| "SRPK3", | |
| "GLYATL1", | |
| "SMTNL1", | |
| "TFRC", | |
| "ZIC2", | |
| "ANGEL1", | |
| "CDH16", | |
| "ZNF543", | |
| "INSYN2A", | |
| "HTN3", | |
| "ZNF618", | |
| "KIAA0319", | |
| "RAD51D", | |
| "SLC32A1", | |
| "VENTXP1", | |
| "UBQLN3", | |
| "PAX1", | |
| "DCSTAMP", | |
| "SENP5", | |
| "TRIM50", | |
| "CNKSR2", | |
| "GALR1", | |
| "KRT13", | |
| "CATSPER3", | |
| "WIF1", | |
| "CBX3P2", | |
| "SPMAP2", | |
| "CAV3", | |
| "TAAR3P", | |
| "GGN", | |
| "RTP1", | |
| "UPP2", | |
| "TMEM121B", | |
| "CDKAL1", | |
| "OR10J1", | |
| "ZNF429", | |
| "PAK6-AS1", | |
| "C2orf81", | |
| "CALY", | |
| "USP26", | |
| "IFNA21", | |
| "DCTN1-AS1", | |
| "MYO1H", | |
| "ARPP21", | |
| "DUS3L", | |
| "SCGB3A2", | |
| "FRS3", | |
| "PKN3", | |
| "VWA5B1", | |
| "APOBEC3F", | |
| "SGCZ", | |
| "WDR53", | |
| "PXYLP1", | |
| "NSUN4", | |
| "OR10A3", | |
| "CTAGE11P", | |
| "SLC5A8", | |
| "STARD7-AS1", | |
| "CC2D2B", | |
| "MPV17L2", | |
| "UCP3", | |
| "TTLL9", | |
| "CPNE9", | |
| "KCNA6", | |
| "KMT5A", | |
| "MDGA1", | |
| "ZNF682", | |
| "KIAA1549", | |
| "ZC3H6", | |
| "SCN4A", | |
| "ADGRG2", | |
| "SNHG22", | |
| "OPRD1" | |
| ], | |
| "Coefficient": [ | |
| 1.9842183110466043, | |
| -1.953822190784244, | |
| 1.86284280422653, | |
| -1.7284505350471349, | |
| -1.7067619106780605, | |
| 1.6897143406414523, | |
| 1.6787212284927722, | |
| -1.6651947574811665, | |
| 1.5744187313877873, | |
| 1.5625321654563522, | |
| -1.5332759129607467, | |
| 1.5132059986227313, | |
| -1.511667586604479, | |
| -1.4990376520566262, | |
| -1.4841201292579569, | |
| 1.4710489837091745, | |
| -1.4463900514736132, | |
| 1.4043796029764264, | |
| -1.4027542516424414, | |
| 1.4015804252058297, | |
| 1.3430581581793746, | |
| -1.3316328992185595, | |
| 1.2848964694284468, | |
| -1.2546843671427115, | |
| 1.2497651608624267, | |
| -1.19980272051272, | |
| 1.1972805881854525, | |
| -1.1969523909441322, | |
| 1.168856687486268, | |
| -1.143073806650875, | |
| -1.124434093710051, | |
| 1.1157891264429898, | |
| 1.092894982757807, | |
| 1.0857520944240775, | |
| 1.0799029696564795, | |
| 1.0778812684487455, | |
| 1.0662281028319902, | |
| -1.0530471924127462, | |
| -1.0470435870987393, | |
| -1.037548799536291, | |
| 1.0340520480229467, | |
| 1.0273677310830487, | |
| 1.005195393348519, | |
| 1.002578936049695, | |
| -1.0008258998332482, | |
| -0.999548534597241, | |
| -0.9987916756020716, | |
| 0.9965202147759195, | |
| 0.989082071814266, | |
| -0.9707299417556123, | |
| -0.9427293512801788, | |
| -0.937009247092851, | |
| 0.9342210536338863, | |
| -0.9318328697657965, | |
| -0.9207701512974287, | |
| 0.9154410150321335, | |
| 0.9104218722341062, | |
| 0.9052414704238544, | |
| -0.9050998736814518, | |
| -0.8933097459766675, | |
| -0.8912308301860038, | |
| 0.88043773675416, | |
| -0.8793547257790698, | |
| 0.8745703519147652, | |
| 0.8628818606187003, | |
| 0.8430367890549357, | |
| 0.8405988612069237, | |
| 0.8308837275358048, | |
| -0.809883357610751, | |
| 0.7981479728905435, | |
| -0.791112422747086, | |
| -0.7899009301367667, | |
| -0.7885692183624406, | |
| 0.7841807358139927, | |
| 0.7820883804418884, | |
| -0.7763350994822797, | |
| 0.7750484437883445, | |
| 0.7701124831601788, | |
| 0.752091186487404, | |
| 0.7502607222373026, | |
| -0.7487385170764268, | |
| -0.7483413955078362, | |
| -0.7315398339185964, | |
| -0.7306456622110578, | |
| -0.7294620978290871, | |
| 0.7274997314314047, | |
| 0.7265428580492138, | |
| 0.7252939388220364, | |
| -0.720511677999708, | |
| 0.7186211510149931, | |
| -0.713426365816944, | |
| -0.7090206954593739, | |
| 0.7061110053155543, | |
| 0.6866426964618079, | |
| 0.6853885106150623, | |
| -0.6811846701133358, | |
| 0.680708562209231, | |
| -0.6779490435391924, | |
| 0.668618425777104, | |
| -0.6675572937298322, | |
| 0.6662150465905391, | |
| -0.6650497503758692, | |
| -0.6607486082061651, | |
| -0.6591650010218335, | |
| -0.653599995200673, | |
| 0.6523726431004517, | |
| 0.6484886569115951, | |
| -0.6348010203089574, | |
| -0.6337786664310141, | |
| -0.6322940439558916, | |
| 0.6279467895647077, | |
| 0.6273324887781636, | |
| -0.6225138575053973, | |
| 0.6209157527127515, | |
| -0.6200940561924128, | |
| 0.6085487694494021, | |
| 0.6083343644864277, | |
| -0.6079818626423592, | |
| 0.6053316805575611, | |
| -0.6051981810991194, | |
| -0.6049975135721173, | |
| 0.6019964297105281, | |
| -0.5959097695671078, | |
| 0.5945683859120025, | |
| 0.594565206724882, | |
| 0.593356476140407, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.0323238371225236, | |
| "recall": 1.7857142857142858, | |
| "f1": 1.3082014813073033, | |
| "jaccard": 0.6584754688072757 | |
| } | |
| } | |
| } |